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1.
Genomics ; 109(2): 67-74, 2017 03.
Article in English | MEDLINE | ID: mdl-28192178

ABSTRACT

Colossoma macropomum is a resistant species native of Amazonas and Orinoco river basins. It is regarded as the second largest finfish of Solimões and Amazon rivers, representing a major fishery resource in Amazonas and an important species in tropical aquaculture. MicroRNAs are non-coding endogenous riboregulators of nearly 22 nucleotides that play a key role in post-transcriptional gene regulation of several organisms. We analyzed samples of liver and skin from specimens of C. macropomum using next generation sequencing. The dataset was evaluated using computational programs to check the quality of sequences, identification of miRNAs, as well as to evaluate the expression levels of these microRNAs and interaction of target genes. We identified 279 conserved miRNAs, being 257 from liver and 272 from skin, with several miRNAs shared between tissues, with divergence in the number of reads. The strands miR-5p and miR-3p were observed in 72 miRNAs, some of them presenting a higher number of 3p reads. The functional annotation of the most expressed miRNAs resulted in 27 pathways for the liver and skin mainly related to the "biological processes" domain. Based on the identified pathways, we visualized a large gene network, suggesting the regulation of selected miRNA over this interactive dataset. We were able to identify and characterize the expression levels of miRNAs in two tissues of great activity in C. macropomum, which stands out as the beginning of several studies that can be carried out to elucidate the influence of miRNAs in this species and their applicability as biotechnological tools.


Subject(s)
Characiformes/metabolism , MicroRNAs/genetics , Transcriptome , Animals , Characiformes/genetics , Computational Biology , High-Throughput Nucleotide Sequencing , Liver/metabolism , Sequence Analysis, RNA , Skin/metabolism
2.
J Biomed Inform ; 54: 85-95, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25549937

ABSTRACT

Many classification problems, especially in the field of bioinformatics, are associated with more than one class, known as multi-label classification problems. In this study, we propose a new adaptation for the Binary Relevance algorithm taking into account possible relations among labels, focusing on the interpretability of the model, not only on its performance. Experiments were conducted to compare the performance of our approach against others commonly found in the literature and applied to functional genomic datasets. The experimental results show that our proposal has a performance comparable to that of other methods and that, at the same time, it provides an interpretable model from the multi-label problem.


Subject(s)
Algorithms , Decision Trees , Genomics/methods , Databases, Genetic , Saccharomyces cerevisiae/genetics
3.
PLoS One ; 9(6): e100535, 2014.
Article in English | MEDLINE | ID: mdl-24978469

ABSTRACT

BACKGROUND: Dengue is a vector-borne disease in the tropical and subtropical region of the world and is transmitted by the mosquito Aedes aegypti. In the state of Amazonas, Brazil during the 2011 outbreak of dengue all the four Dengue virus (DENV) serotypes circulating simultaneously were observed. The aim of the study was to describe the clinical epidemiology of dengue in Manaus, the capital city of the state of the Amazonas, where all the four DENV serotypes were co-circulating simultaneously. METHODOLOGY: Patients with acute febrile illness during the 2011 outbreak of dengue, enrolled at the Fundação de Medicina Tropical Dr. Heitor Viera Dourado (FMT-HVD), a referral centre for tropical and infectious diseases in Manaus, were invited to participate in a clinical and virological descriptive study. Sera from 677 patients were analyzed by RT-nested-PCRs for flaviviruses (DENV 1-4, Saint Louis encephalitis virus-SLEV, Bussuquara virus-BSQV and Ilheus virus-ILHV), alphavirus (Mayaro virus-MAYV) and orthobunyavirus (Oropouche virus-OROV). PRINCIPAL FINDINGS: Only dengue viruses were detected in 260 patients (38.4%). Thirteen patients were co-infected with more than one DENV serotype and six (46.1%) of them had a more severe clinical presentation of the disease. Nucleotide sequencing showed that DENV-1 belonged to genotype V, DENV-2 to the Asian/American genotype, DENV-3 to genotype III and DENV-4 to genotype II. CONCLUSIONS: Co-infection with more than one DENV serotype was observed. This finding should be warning signs to health authorities in situations of the large dispersal of serotypes that are occurring in the world.


Subject(s)
Dengue Virus/genetics , Dengue/epidemiology , Disease Outbreaks , Genotype , Phylogeny , RNA, Viral/genetics , Adolescent , Adult , Aedes/virology , Aged , Aged, 80 and over , Animals , Base Sequence , Brazil/epidemiology , Child , Child, Preschool , Dengue/physiopathology , Dengue/transmission , Dengue/virology , Dengue Virus/classification , Dengue Virus/isolation & purification , Disease Vectors , Female , Humans , Male , Middle Aged , Molecular Sequence Data , Reverse Transcriptase Polymerase Chain Reaction , Serotyping , Severity of Illness Index
4.
Appl Environ Microbiol ; 79(10): 3156-9, 2013 May.
Article in English | MEDLINE | ID: mdl-23455341

ABSTRACT

Antimicrobial resistance is a persistent problem in the public health sphere. However, recent attempts to find effective substitutes to combat infections have been directed at identifying natural antimicrobial peptides in order to circumvent resistance to commercial antibiotics. This study describes the development of synthetic peptides with antimicrobial activity, created in silico by site-directed mutation modeling using wild-type peptides as scaffolds for these mutations. Fragments of antimicrobial peptides were used for modeling with molecular modeling computational tools. To analyze these peptides, a decision tree model, which indicated the action range of peptides on the types of microorganisms on which they can exercise biological activity, was created. The decision tree model was processed using physicochemistry properties from known antimicrobial peptides available at the Antimicrobial Peptide Database (APD). The two most promising peptides were synthesized, and antimicrobial assays showed inhibitory activity against Gram-positive and Gram-negative bacteria. Colossomin C and colossomin D were the most inhibitory peptides at 5 µg/ml against Staphylococcus aureus and Escherichia coli. The methods described in this work and the results obtained are useful for the identification and development of new compounds with antimicrobial activity through the use of computational tools.


Subject(s)
Antimicrobial Cationic Peptides/chemical synthesis , Antimicrobial Cationic Peptides/pharmacology , Decision Trees , Algorithms , Amino Acid Sequence , Animals , Antimicrobial Cationic Peptides/chemistry , Antimicrobial Cationic Peptides/genetics , Characidae/genetics , Computational Biology/methods , Computer Simulation , Databases, Protein , Escherichia coli/drug effects , Gene Library , Hydrophobic and Hydrophilic Interactions , Microbial Sensitivity Tests , Mutagenesis, Site-Directed , Staphylococcus aureus/drug effects
5.
Genet Mol Biol ; 35(1): 134-41, 2012 01.
Article in English | MEDLINE | ID: mdl-22481886

ABSTRACT

Analysis of bacterial diversity in soils along the banks of the Solimões and Negro rivers, state of Amazonas, Brazil, was by partial sequencing of the genes codifying the rDNA16S region. Diversity of operational taxonomic units (OTU) and of the divergent sequences obtained were applied in comparative analysis of microbiological diversity in the two environments, based on richness estimators and OTU diversity indices. The higher OTU diversity in the Solimões was based on the higher number of parameters that evoke this. The interaction between the nucleotide sequences of bacteria inhabiting the two riverine environments indicated that the two microrganism communities are similar in composition.

6.
Genet. mol. biol ; 35(1): 134-141, 2012. ilus, tab
Article in English | LILACS | ID: lil-617004

ABSTRACT

Analysis of bacterial diversity in soils along the banks of the Solimões and Negro rivers, state of Amazonas, Brazil, was by partial sequencing of the genes codifying the rDNA16S region. Diversity of operational taxonomic units (OTU) and of the divergent sequences obtained were applied in comparative analysis of microbiological diversity in the two environments, based on richness estimators and OTU diversity indices. The higher OTU diversity in the Solimões was based on the higher number of parameters that evoke this. The interaction between the nucleotide sequences of bacteria inhabiting the two riverine environments indicated that the two microrganism communities are similar in composition.


Subject(s)
Amazonian Ecosystem , Microbiological Techniques , Molecular Biology , RNA, Ribosomal, 16S
7.
Genet Mol Biol ; 34(2): 315-22, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21734836

ABSTRACT

Adaptation or acclimation to hypoxia occurs via the modulation of physiologically relevant genes, such as erythropoietin, transferrin, vascular endothelial growth factor, phosphofructokinase and lactate dehydrogenase A. In the present study, we have cloned, sequenced and examined the modulation of the LDH-A gene after an Amazonian fish species, Astronotus crassipinis (the Oscar), was exposed to hypoxia and anoxia. In earlier studies, we have discovered that adults of this species are extremely tolerant to hypoxia and anoxia, while the juveniles are less tolerant. Exposure of juveniles to acute hypoxia and anoxia resulted in increased LDH-A gene expression in skeletal and cardiac muscles. When exposed to graded hypoxia juveniles show decreased LDH-A expression. In adults, the levels of LDH-A mRNA did not increase in hypoxic or anoxic conditions. Our results demonstrate that, when given time for acclimation, fish at different life-stages are able to respond differently to survive hypoxic episodes.

8.
Genet Mol Biol ; 34(4): 676-80, 2011 Oct.
Article in English | MEDLINE | ID: mdl-22215973

ABSTRACT

Endophytic bacteria from three arboreal species native to the Amazon (Carapa guianenses, Ceiba pentandra, and Swietenia macrophylla), were isolated and identified, through partial sequencing of the 16S rRNA encoding gene. From these, 16 isolates were obtained, although, when compared to sequences deposited in GenBank, only seven had produced identifiable fragments. Bacillus, Pantoea and two non-culturable samples were identified. Results obtained through sequence analysis revealed low genetic diversity across the isolates, even when analyzing different species and plant structures. This is the first report concerning the isolation and identification of endophytic bacteria in these plant species.

9.
Genet. mol. biol ; 34(2): 315-322, 2011. graf
Article in English | LILACS | ID: lil-587766

ABSTRACT

Adaptation or acclimation to hypoxia occurs via the modulation of physiologically relevant genes, such as erythropoietin, transferrin, vascular endothelial growth factor, phosphofructokinase and lactate dehydrogenase A. In the present study, we have cloned, sequenced and examined the modulation of the LDH-A gene after an Amazonian fish species, Astronotus crassipinis (the Oscar), was exposed to hypoxia and anoxia. In earlier studies, we have discovered that adults of this species are extremely tolerant to hypoxia and anoxia, while the juveniles are less tolerant. Exposure of juveniles to acute hypoxia and anoxia resulted in increased LDH-A gene expression in skeletal and cardiac muscles. When exposed to graded hypoxia juveniles show decreased LDH-A expression. In adults, the levels of LDH-A mRNA did not increase in hypoxic or anoxic conditions. Our results demonstrate that, when given time for acclimation, fish at different life-stages are able to respond differently to survive hypoxic episodes.

10.
Genet. mol. biol ; 34(4): 676-680, 2011. ilus, tab
Article in English | LILACS | ID: lil-605939

ABSTRACT

Endophytic bacteria from three arboreal species native to the Amazon (Carapa guianenses, Ceiba pentandra, and Swietenia macrophylla), were isolated and identified, through partial sequencing of the 16S rRNA encoding gene. From these, 16 isolates were obtained, although, when compared to sequences deposited in GenBank, only seven had produced identifiable fragments. Bacillus, Pantoea and two non-culturable samples were identified. Results obtained through sequence analysis revealed low genetic diversity across the isolates, even when analyzing different species and plant structures. This is the first report concerning the isolation and identification of endophytic bacteria in these plant species.


Subject(s)
Bacillus , Pantoea , Sequence Analysis, DNA
11.
Med Mycol ; 46(2): 135-9, 2008 Mar.
Article in English | MEDLINE | ID: mdl-18324492

ABSTRACT

Acriflavin (3,6-acridinediamine) and other acridine derivatives act in both prokaryotic and eukaryotic cells at the level of DNA-coiling enzymes (topoisomerases) causing the stabilization of the enzyme-DNA cleavable complex. In order to better understand the mode of action of acriflavin, Differential Display RT-PCR was used to isolate transcripts specifically over-expressed during exposure of Trichophyton rubrum mycelia to this drug. Five transcripts, whose differential expressions were confirmed by Northern blotting, revealed genes not previously described in this dermatophyte. Functional grouping identified putative enzymes possibly involved in the mitochondrial respiratory electron-transport chain and in iron transport. These results may be relevant to our understanding of the molecular events involved in the stress response of T. rubrum to acriflavin.


Subject(s)
Acriflavine/pharmacology , Gene Expression Regulation, Fungal/drug effects , Trichophyton/drug effects , Acriflavine/metabolism , Electron Transport Complex I , Electron Transport Complex IV/genetics , Electron Transport Complex IV/metabolism , Membrane Transport Proteins/genetics , Membrane Transport Proteins/metabolism , Phosphotransferases (Alcohol Group Acceptor)/genetics , Phosphotransferases (Alcohol Group Acceptor)/metabolism , Proline Oxidase/genetics , Proline Oxidase/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Trichophyton/enzymology , Trichophyton/genetics , Trichophyton/metabolism
12.
Acta amaz ; 36(3): 381-384, jul.-set. 2006. graf, tab
Article in English | LILACS | ID: lil-441193

ABSTRACT

The use of different photoperiods (light) were investigated during tambaqui (Colossoma macropomum) juvenile growth under captivity. Light intensity tested was: continuous dark (24hrs without light), natural photoperiod simulation (10hrs of light and 14hrs without light) and continuous light (24 with light). No mortality was recorded among treatments. Significant differences was observed after 50 days of experiment among mean fish weight, fish kept under a continuous darkness showed a better specific growth rate (6.02 percent) when compared to control fish (natural photo period, 3.67 percent). Fish exposed to continuous light presented the lowest mean specific growth rate (2.04 percent). It is possible to improve tambaqui juvenile weight gain performance when kept under continuous darkness.


Investigou-se o uso de diferentes fotos períodos (iluminação) durante o crescimento de juvenis de tambaqui (Colossoma macropomum) em cativeiro. As intensidades testadas foram: escuro contínuo (24hs sem luz), simulação do foto período natural (10hs de luz e 14hs sem luz) e iluminação contínua (24hs de luz). Não houve mortalidade nos diferentes tratamentos. Diferença significativa entre as médias do peso foi observada após 50 dias de experimento, a exposição ao escuro contínuo apresentou o melhor índice de crescimento específico (6,02 por cento) em relação ao controle (foto período natural, com 3,67 por cento). O menor índice de crescimento médio foi observado na exposição à iluminação contínua (2,04 por cento). Assim, pode-se melhorar o desempenho de ganho de peso para juvenis de tambaqui quando mantidos no escuro contínuo.


Subject(s)
Photoperiod , Fishes , Growth
13.
Braz. j. microbiol ; 33(1): 92-95, jan.-mar. 2002. graf
Article in English | LILACS | ID: lil-325376

ABSTRACT

In order to investigate further the adaptive response of moulds to ambient pH, we have measured by ELISA the pho-2-encoded Pi-repressible alkaline phosphatase synthesised by Neurospora crassa. We showed that the 74A and pho-2A strains of this mould secrete similar amounts of the pho-2-encoded enzyme irrespective of ambient pH, when both the preg and pgov genes are not functional, i.e., in strains nuc-2+ growing under Pi-starvation. This suggests that pho-2, which is responsive to Pistarvation via the action of genes nuc-2, preg, pgov and nuc-1, is not a gene responsive to ambient pH and that the differential glycosylation observed for the Pi-repressible alkaline phosphatase retained by the mycelium at pH 5.6 or secreted into the growth medium at pH 8.0 is the genetic response to ambient pH sensing in N. crassa.


Subject(s)
Alkaline Phosphatase , Clinical Enzyme Tests , Genetics, Microbial/methods , In Vitro Techniques , Neurospora crassa , Bodily Secretions/enzymology , Culture Media , Immunoenzyme Techniques/methods
14.
Phytochemistry ; 49(6): 1517-1523, 1998 Nov 20.
Article in English | MEDLINE | ID: mdl-11711060

ABSTRACT

Two forms of the pacA-encoded acid phosphatase (designated acid phosphatases I and II) secreted by the mold Aspergillus nidulans grown in low-Pi medium at 37 degrees, pH5.0, were purified to apparent homogeneity by PAGE. The M(r) of the purified enzyme forms were ca 115000 (60000) and 113000 (62000) respectively for forms I and II secreted by strain biA1 and ca 118000 (60000) and 121000 (61000) respectively for forms I and II secreted by strain biA1 pacA1, as determined by exclusion chromatography (number between brackets are the M(r) as determined by SDS-PAGE). All of these purified enzyme forms showed an apparent optimum pH ranging from 6.0 to 6.5 and no deviation from Michaelis kinetics for the hydrolysis of both p-nitrophenylphosphate and alpha-naphthylphosphate. Heat inactivation at 60 degrees and at pH6.0 showed half-lives of 14min (k=0.033min(-1)) and 10min (k=0.069min(-1)), respectively, for the purified acid phosphatases I and II secreted by biA1 strain and half-lives of 0.8min (k=0.92min(-1)) and 0.6min (k=0.95min(-1)), respectively, for the purified forms I and II secreted by the biA1 pacA1 strain. The neutral sugar content of purified acid phosphatases I and II secreted by strain biA1 was 48% and 37% (w/w), respectively, whereas the content of forms I and II secreted by strain biA1 pacA1 was 18% and 11%, respectively.

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